MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Detects your Python environment and guides you through installing plugin dependencies.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills setup --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/setup .claude/skills/setup && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "setup" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setup into .claude/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setupType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills setup --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/setup .agents/skills/setup && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "setup" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setup into .agents/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills setup --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/setup .cursor/skills/setup && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "setup" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setup into .cursor/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/bitwize-music-studio/claude-ai-music-skills.git --path skills/setup--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills setup --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/setup .gemini/skills/setup && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "setup" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setup into .gemini/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install bitwize-music-studio/claude-ai-music-skills setupInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/setup .github/skills/setup && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "setup" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setup into .github/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills setup --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/setup .opencode/skills/setup && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "setup" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/setup into .opencode/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
setupDetects your Python environment and guides you through installing plugin dependencies.
Setup is an agent skill from bitwize-music-studio/claude-ai-music-skills. Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. It works with Python and Model Context Protocol. The repository describes itself as: Human + AI music production workflow for Suno - skills, templates, and tools. The licence is CC0-1.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 58f32c2. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
python3playwrightpythonpipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Setup loads about 1.9k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 278 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: BashAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from bitwize-music-studio/claude-ai-music-skills at commit 58f32c2, republished under its CC0-1.0 licence (© bitwize-music-studio). 278 words, ~1,878 tokens.
.claude/skills/setup/SKILL.md (or your agent's skills folder).Base directory for this skill: ${CLAUDE_PLUGIN_BASE_DIR}
Guide the user through installing bitwize-music plugin dependencies based on their Python environment and requested components.
You help users install and verify plugin dependencies.
Run these checks in parallel:
# Python version
python3 --version
# Check if externally managed
python3 -c "import sysconfig; print(sysconfig.get_path('purelib'))" 2>&1 | grep -q "/usr" && echo "EXTERNALLY_MANAGED" || echo "USER_MANAGED"
# Check for pipx
command -v pipx >/dev/null 2>&1 && echo "pipx: installed" || echo "pipx: not installed"
# Check for venv support
python3 -m venv --help >/dev/null 2>&1 && echo "venv: supported" || echo "venv: not supported"
# Platform
uname -sIMPORTANT: Run these checks sequentially, not in parallel. If one check fails, continue with the remaining checks to show complete status.
CRITICAL: Always check the venv, not system Python!
# Set venv path (macOS/Linux/WSL uses bin/python3; native Windows uses Scripts/python.exe)
VENV_PYTHON=~/.bitwize-music/venv/bin/python3
[ -f "$VENV_PYTHON" ] || VENV_PYTHON=~/.bitwize-music/venv/Scripts/python.exe
# Check if venv exists
if [ -f "$VENV_PYTHON" ]; then
echo "✅ Venv exists at ~/.bitwize-music/venv"
# Check each component in the venv
# 2.x serves MCPServer from mcp.server.mcpserver, 1.x serves FastMCP from
# mcp.server.fastmcp; the server takes either, so probe both (#537).
$VENV_PYTHON -c "import mcp.server.mcpserver" 2>/dev/null || $VENV_PYTHON -c "import mcp.server.fastmcp" 2>/dev/null && echo "✅ mcp installed" || echo "❌ mcp not installed (need mcp[cli]>=1.28.1,<3)"
$VENV_PYTHON -c "import matchering; print('✅ matchering installed')" 2>&1 || echo "❌ matchering not installed"
$VENV_PYTHON -c "import boto3; print('✅ boto3 installed')" 2>&1 || echo "❌ boto3 not installed"
$VENV_PYTHON -c "from playwright.sync_api import sync_playwright; print('✅ playwright installed')" 2>&1 || echo "❌ playwright not installed"
# Check for version drift against requirements.txt
$VENV_PYTHON -c "
import importlib.metadata, pathlib
reqs = pathlib.Path('${CLAUDE_PLUGIN_ROOT}/requirements.txt').read_text()
stale = []
for line in reqs.splitlines():
line = line.split('#')[0].strip()
if not line or '==' not in line:
continue
name, _, ver = line.partition('==')
name = name.split('[')[0].strip()
try:
installed = importlib.metadata.version(name)
if installed != ver:
stale.append(f' {name}: {installed} → {ver}')
except importlib.metadata.PackageNotFoundError:
stale.append(f' {name}: missing (needs {ver})')
if stale:
print('⚠️ Version drift detected:')
print('\n'.join(stale))
else:
print('✅ All package versions match requirements.txt')
" 2>&1
else
echo "❌ Venv not found at ~/.bitwize-music/venv"
echo " Run: python3 -m venv ~/.bitwize-music/venv # macOS/Linux/WSL"
echo " Or: py -3 -m venv ~/.bitwize-music/venv # Windows"
fiAll components are installed together in the venv via requirements.txt.
Always use the unified venv approach — it works on all platforms and is automatically detected by the plugin.
# Create unified venv (if it doesn't exist)
python3 -m venv ~/.bitwize-music/venv # macOS/Linux/WSL
py -3 -m venv ~/.bitwize-music/venv # Windows (native)
# Install ALL plugin dependencies
~/.bitwize-music/venv/bin/pip install -r ${CLAUDE_PLUGIN_ROOT}/requirements.txt # macOS/Linux/WSL
~/.bitwize-music/venv/Scripts/python.exe -m pip install -r ${CLAUDE_PLUGIN_ROOT}/requirements.txt # Windows (native)
# Set up document hunter browser
~/.bitwize-music/venv/bin/playwright install chromium # macOS/Linux/WSL
~/.bitwize-music/venv/Scripts/playwright.exe install chromium # Windows (native)That's it! The plugin automatically detects and uses the platform venv (~/.bitwize-music/venv on macOS/Linux/WSL, %USERPROFILE%\.bitwize-music\venv on native Windows). No configuration needed.
Works on:
Present a clear, simple installation guide:
python3 -m venv ~/.bitwize-music/venv # macOS/Linux/WSL
~/.bitwize-music/venv/bin/pip install -r ${CLAUDE_PLUGIN_ROOT}/requirements.txt # macOS/Linux/WSL
~/.bitwize-music/venv/bin/playwright install chromium # macOS/Linux/WSL
py -3 -m venv ~/.bitwize-music/venv # Windows (native)
~/.bitwize-music/venv/Scripts/python.exe -m pip install -r ${CLAUDE_PLUGIN_ROOT}/requirements.txt # Windows (native)
~/.bitwize-music/venv/Scripts/playwright.exe install chromium # Windows (native)/plugin status/bitwize-music:setup again to verifyAfter user reports they've installed, re-run the checks from Step 2 and confirm:
✅ MCP server: Ready ✅ Audio mastering: Ready ✅ Cloud uploads: Ready ✅ Document hunter: Ready
Next steps: Run /bitwize-music:configure to set up your workspace paths.
Use clear sections with checkboxes for status:
## bitwize-music Setup
### Environment
- Python: 3.12.3
- System: Linux
### Component Status
- [❌] MCP server
- [❌] Audio mastering
- [❌] Cloud uploads
- [❌] Document hunter
### Installation
Run these commands to install all plugin dependencies (macOS/Linux/WSL shown; see Step 3 for the Windows native `py -3` / `Scripts\` equivalents):
```bash
# Create unified venv
python3 -m venv ~/.bitwize-music/venv
# Install ALL dependencies
~/.bitwize-music/venv/bin/pip install -r ${CLAUDE_PLUGIN_ROOT}/requirements.txt
# Set up browser
~/.bitwize-music/venv/bin/playwright install chromiumAfter installation:
/bitwize-music:setup to verifyThe plugin automatically detects ~/.bitwize-music/venv — everything just works!
---
## Remember
- **Be specific** - show exact commands for their environment
- **Prioritize user install** for externally-managed Python
- **Explain what each component does** so they can decide what to install
- **Test commands work** before suggesting them
- **Clear next steps** after installation© bitwize-music-studio, CC0-1.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/setup of bitwize-music-studio/claude-ai-music-skills.
Open the folder on GitHubat commit 58f32c2
Setup next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Setup this skillbitwize-music-studio/claude-ai-music-skills | 538 | — | ~1.9k | Automated safety check: Notes | CC0-1.0 | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Setup and OperationMemPalace/mempalace | 59k | — | ~2.2k | Automated safety check: Pass | MIT | |
| FastmcpTommy-yw/RunbookHermes | 546 | 4 repos | ~2.1k | Automated safety check: Pass | MIT |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
MemPalace/mempalace
Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.
Tommy-yw/RunbookHermes
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
google-antigravity/antigravity-sdk-python
Design, implement, and debug autonomous AI agents and multi-agent systems using the Google Antigravity (AGY) SDK.
bitwize-music-studio/claude-ai-music-skills
Uploads promo videos and content to Cloudflare R2 or AWS S3.
bitwize-music-studio/claude-ai-music-skills
Searches and retrieves documents from free public sources using automated browser navigation.
bitwize-music-studio/claude-ai-music-skills
Scans lyrics for pronunciation risks and prevents Suno mispronunciations.
bitwize-music-studio/claude-ai-music-skills
Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth.
bitwize-music-studio/claude-ai-music-skills
Researches personal backgrounds, interviews, motivations, and humanizing details.
bitwize-music-studio/claude-ai-music-skills
Researches SEC filings, earnings calls, analyst reports, and market data.
Works with
Categories
Detects your Python environment and guides you through installing plugin dependencies. Setup is an agent skill from bitwize-music-studio/claude-ai-music-skills. Detects your Python environment and guides you through installing plugin dependencies.
Setup fits situations like: agent Workflows work in your project.
Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a claude-code`. Or copy the skill folder (skills/setup in bitwize-music-studio/claude-ai-music-skills) into .claude/skills/setup in your project. Claude Code loads it when a task matches its description.
Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a codex`. Or copy the skill folder (skills/setup in bitwize-music-studio/claude-ai-music-skills) into .agents/skills/setup in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill setup -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/setup, .gemini/skills/setup, .github/skills/setup and .opencode/skills/setup in your project.
Going by SKILL.md and its folder, Setup needs the command-line tools its instructions call (python3, playwright, python and pip). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash.
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Setup is published under the CC0-1.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Setup: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars) and MemPalace Setup and Operation (MemPalace/mempalace, 59k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
bitwize-music-studio (a GitHub organization) maintains it in bitwize-music-studio/claude-ai-music-skills, which has 538 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 7, 2026.
Source: bitwize-music-studio/claude-ai-music-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.